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Kafka, Spark, Airflow, dbt, Snowflake, Databricks… you've heard all of these names. But what does each one actually do? Follow one song skip, start to finish: 1. SOURCES: you skip a track 12 seconds in. Your phone turns that tap into an event. 2. INGEST: Kafka catches it in a giant append-only log. Fivetran and Airbyte sync data from databases and other services. 3. STORE: it lands in a data lake (Amazon S3), then gets loaded into a warehouse (Snowflake, BigQuery). 4. TRANSFORM: SQL and dbt clea
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linkedin.comNIHAL ANAND
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